To better understand the structure-function relationship of a tissue ... specific TCNs from a cohort of labeled tissue samples by leveraging differentiable graph pooling and sample labels (supervised ...

and tan, etc.), establish graphs for linear and quadratic inequalities, and even plot graphs for various kinds of functions like modulus, absolute values, and the greatest integer function.

In this paper, we develop a novel cell-graph based Cell-Graph Attention (CGAT ... This is in sharp contrast to previously applied neural network based methods, which essentially function as a black ...

The topological architecture of brain connectivity has been well-characterized by graph theory based analysis. However, previous studies have primarily built brain graphs based on a single modality of ...